https://modelcontextprotocol.io/introduction

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https://github.com/modelcontextprotocolgithub
https://github.com/modelcontextprotocol/python-sdkPython SDK
https://github.com/modelcontextprotocol/typescript-sdkTypeScript SDK

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id="sidebar-content"><div class="relative lg:text-sm lg:leading-6"><div class="pl-4 mt-5 mb-10 flex-1 flex items-center gap-x-4"><a href="/"><span class="sr-only">Model Context Protocol<!-- --> home page</span><img class="w-auto h-7 relative object-contain block dark:hidden" src="https://mintlify.s3.us-west-1.amazonaws.com/mcp/logo/light.svg" alt="light logo"><img class="w-auto h-7 relative object-contain hidden dark:block" src="https://mintlify.s3.us-west-1.amazonaws.com/mcp/logo/dark.svg" alt="dark logo"></a><div class="flex items-center gap-x-2"></div></div><div id="navigation-items"><li class="list-none"><a class="pl-4 group flex items-center lg:text-sm lg:leading-6 mb-5 sm:mb-4 font-semibold text-primary dark:text-primary-light" href="/introduction"><div class="mr-4 rounded-md p-1 group-hover:bg-primary bg-primary"><svg class="h-4 w-4 secondary-opacity group-hover:fill-primary-dark group-hover:bg-white bg-white" 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class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Your First MCP Server</h5><ul><li id="/docs/first-server/python" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/first-server/python"><div class="flex-1 flex items-center space-x-2.5"><div>Python</div></div></a></li><li id="/docs/first-server/typescript" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/first-server/typescript"><div class="flex-1 flex items-center space-x-2.5"><div>TypeScript</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Development Tools</h5><ul><li id="/docs/tools/debugging" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/tools/debugging"><div class="flex-1 flex items-center space-x-2.5"><div>Debugging</div></div></a></li><li id="/docs/tools/inspector" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/tools/inspector"><div class="flex-1 flex items-center space-x-2.5"><div>Inspector</div></div></a></li></ul></div><div class="mt-12 lg:mt-8"><h5 class="pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200">Concepts</h5><ul><li id="/docs/concepts/architecture" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/concepts/architecture"><div class="flex-1 flex items-center space-x-2.5"><div>Core architecture</div></div></a></li><li id="/docs/concepts/resources" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/concepts/resources"><div class="flex-1 flex items-center space-x-2.5"><div>Resources</div></div></a></li><li id="/docs/concepts/prompts" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/concepts/prompts"><div class="flex-1 flex items-center space-x-2.5"><div>Prompts</div></div></a></li><li id="/docs/concepts/tools" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/concepts/tools"><div class="flex-1 flex items-center space-x-2.5"><div>Tools</div></div></a></li><li id="/docs/concepts/sampling" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/concepts/sampling"><div class="flex-1 flex items-center space-x-2.5"><div>Sampling</div></div></a></li><li id="/docs/concepts/transports" class="scroll-m-4 first:scroll-m-20"><a class="group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 cursor-pointer focus:outline-primary dark:focus:outline-primary-light space-x-3 lg:ml-4 border-l border-gray-950/5 dark:border-white/10 hover:border-gray-950/20 dark:hover:border-white/20 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/docs/concepts/transports"><div class="flex-1 flex items-center space-x-2.5"><div>Transports</div></div></a></li></ul></div></div></div></div></div><div class="" id="content-container"><div class="flex flex-row gap-12 box-border w-full pt-40 lg:pt-10"><div class="relative grow box-border flex-col w-full mx-auto px-1 lg:pl-[23.7rem] lg:-ml-12 xl:w-[calc(100%-28rem)]" id="content-area"><header id="header" class="relative"><div class="mt-0.5 space-y-2.5"><div class="eyebrow h-5 text-primary dark:text-primary-light text-sm font-semibold">Get Started</div><div class="flex items-center"><h1 class="inline-block text-2xl sm:text-3xl font-extrabold text-gray-900 tracking-tight dark:text-gray-200">Introduction</h1></div></div><div class="mt-2 text-lg prose prose-gray dark:prose-invert"><p>Get started with the Model Context Protocol (MCP)</p></div></header><div class="flex flex-col gap-8"><div class="flex flex-col gap-6 xl:hidden [&amp;:not(:empty)]:mt-8"></div></div><div class="relative mt-8 prose prose-gray dark:prose-invert"><p>The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you’re building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.</p>
<h2 class="flex whitespace-pre-wrap group" id="get-started-with-mcp"><div class="absolute"><a href="#get-started-with-mcp" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header">​<div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Get started with MCP</span></h2>
<p>Choose the path that best fits your needs:</p>
<div class="not-prose grid gap-x-4 sm:grid-cols-1"><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/quickstart"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/bolt.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Quickstart</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>The fastest way to see MCP in action—connect example servers to Claude Desktop</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/first-server/python"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/brands/python.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Build your first server (Python)</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Create a simple MCP server in Python to understand the basics</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/first-server/typescript"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/brands/square-js.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Build your first server (TypeScript)</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Create a simple MCP server in TypeScript to understand the basics</p></div></div></div></a></div>
<h2 class="flex whitespace-pre-wrap group" id="development-tools"><div class="absolute"><a href="#development-tools" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header">​<div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Development tools</span></h2>
<p>Essential tools for building and debugging MCP servers:</p>
<div class="not-prose grid gap-x-4 sm:grid-cols-2"><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/tools/debugging"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/bug.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Debugging Guide</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Learn how to effectively debug MCP servers and integrations</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/tools/inspector"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/magnifying-glass.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">MCP Inspector</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Test and inspect your MCP servers with our interactive debugging tool</p></div></div></div></a></div>
<h2 class="flex whitespace-pre-wrap group" id="explore-mcp"><div class="absolute"><a href="#explore-mcp" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header">​<div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Explore MCP</span></h2>
<p>Dive deeper into MCP’s core concepts and capabilities:</p>
<div class="not-prose grid gap-x-4 sm:grid-cols-2"><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/concepts/architecture"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/sitemap.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Core Architecture</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Understand how MCP connects clients, servers, and LLMs</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/concepts/resources"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/database.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Resources</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Expose data and content from your servers to LLMs</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/concepts/prompts"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/message.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Prompts</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Create reusable prompt templates and workflows</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/concepts/tools"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/wrench.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Tools</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Enable LLMs to perform actions through your server</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/concepts/sampling"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/robot.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Sampling</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Let your servers request completions from LLMs</p></div></div></div></a><a class="card block not-prose font-normal group relative my-2 ring-2 ring-transparent rounded-xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:!border-primary dark:hover:!border-primary-light" href="/docs/concepts/transports"><div class="px-6 py-5"><div class="h-6 w-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100"><svg class="h-6 w-6 bg-primary dark:bg-primary-light" style="mask-image: url(&quot;https://mintlify.b-cdn.net/v6.6.0/regular/network-wired.svg&quot;); mask-repeat: no-repeat; mask-position: center center;"></svg></div><div><h2 class="font-semibold text-base text-gray-800 dark:text-white mt-4">Transports</h2><div class="mt-1 font-normal text-sm leading-6 text-gray-600 dark:text-gray-400"><p>Learn about MCP’s communication mechanism</p></div></div></div></a></div>
<h2 class="flex whitespace-pre-wrap group" id="contributing"><div class="absolute"><a href="#contributing" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100" aria-label="Navigate to header">​<div class="w-6 h-6 text-gray-400 rounded-md flex items-center justify-center zinc-box bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20"><svg xmlns="http://www.w3.org/2000/svg" fill="gray" height="12px" viewBox="0 0 576 512"><path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path></svg></div></a></div><span class="cursor-pointer">Contributing</span></h2>
<p>Want to contribute? 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